{"id":"W4377693588","doi":"10.1080/15265161.2023.2201213","title":"The Divergence of Technical and Human Teleology","year":2023,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Teleology; Divergence (linguistics); Bridge (graph theory); Work (physics); Image (mathematics); Epistemology; Sociology; Engineering ethics; Philosophy; Psychology; Computer science; Medicine; Linguistics; Surgery; Engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02665649,0.0003549989,0.0006838379,0.001069979,0.005944007,0.01075934,0.001866698,0.02686003,0.00705863],"category_scores_gemma":[0.05744712,0.0004110952,0.0005338302,0.0009810171,0.02270713,0.01262869,0.007154898,0.04306218,0.002974239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007931647,"about_ca_system_score_gemma":0.009824858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007986763,"about_ca_topic_score_gemma":0.01017248,"domain_scores_codex":[0.971378,0.0128579,0.00163773,0.002934274,0.008914922,0.002277181],"domain_scores_gemma":[0.950614,0.03473836,0.001447984,0.00256532,0.006981454,0.00365288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006580512,0.00004024359,0.001036644,0.0001756712,0.00001125007,0.00120623,0.01030189,0.0001083836,0.0003377066,0.6049178,0.323293,0.0585054],"study_design_scores_gemma":[0.00002272275,0.00003681891,0.0006674941,0.0005603598,0.000004870784,0.001450342,0.005581882,0.0001678137,0.0001529871,0.1129403,0.8783712,0.00004300369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001214352,0.003162589,0.001680186,0.9536332,0.006136789,0.000008488484,0.00001658492,0.00002117329,0.03412669],"genre_scores_gemma":[0.0634208,0.002897939,0.001221833,0.9118701,0.007596015,0.00004788674,0.00002312408,0.00006582111,0.01285638],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02686003,"threshold_uncertainty_score":0.1409747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04255412771247902,"score_gpt":0.3014505415634196,"score_spread":0.2588964138509406,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}